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Oswin Data vs Mozen

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Oswin Data compared with Mozen
Detail Oswin DataMozen logo Mozen
What it doesDatasets for RAG, fine-tuning and training built from public sources Not given
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelPaid Freemium
PricingWeb Corpus: starter sets from $49 (250,000-500,000 documents); shelf corpora from $99-$199 per shelf (one-time license); Everything (full crawl) $3,000 one-time; Whole Library (all builds for one year) $5,000 per year. Reference Collections: Encyclopedia $1,200 commercial or $349 research (one-time) Free trial: 7 days with 500 KI-Credits, no credit card required. Pro: $20/month ($16.67/month billed yearly) with 2,000 KI-Credits per month. Scholar: $60/month ($50/month billed yearly) with 6,000 KI-Credits per month, team of 6 people included, additional seats $10/person/month. KI-Credit packages
Key features
  • Web corpus with 100.7M documents and 105B tokens from Common Crawl
  • Documents scored with Bear Rank and shelved by subject
  • 15 million encyclopedia entries with sources and model attribution
  • 200 million synthetic Q&A records with metadata
  • Delivered as JSONL and Parquet formats
  • Free samples available on Hugging Face
  • Command-line client with resumable downloads and SHA-256 verification
  • Statistics collection with 7,000 topics and 140,000 figures
  • Glossaries for 10,000 topics with one million definitions
  • Book Q&A dataset with 8,000 titles for reading comprehension
  • PDF and EPUB reader with highlighting and annotations
  • Automatic source attribution for notes
  • Support for 10,000+ citation styles including APA, IEEE, GB/T 7714
  • AI-assisted writing from verified sources
  • Import from Zotero, BibTeX, and RIS
  • Import notes from Obsidian Vault and Notion
  • Real-time collaboration with role-based permissions
  • Infinite whiteboard for visual thinking and organization
What makes it different
  • All datasets built only from public sources with full provenance tracking
  • Every record includes source attribution and licensing information
  • Eight curated subject shelves for targeted corpus selection
  • Flexible purchasing: buy individual shelves, slices, or entire library
  • Over 4 TB of clean, deduplicated text ready for machine learning
  • Unified workflow from reading to submission with traceable source attribution for every statement
  • Persistent knowledge tree that grows across projects, with AI-powered connection discovery
  • AI writing that only drafts from user's own verified sources, maintaining research integrity
  • Repurpose sourced notes into posters, slides, infographics without re-typing
  • Offline writing with automatic synchronization across devices and team members
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)50
Citation Flow (Majestic)280
Referring domains (Majestic)690

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